Public-safe falsifier lab for observer-aware AI research: synthetic demos, evidence gates, negative controls and witness logs.
Public index for sanitized repositories, boundaries, whitepapers and support links.
Public-safe UI boundary for local-first agent-state observability experiments; no private runtime connectors or diagnostic claims.
Public measurement-instrument scaffold for EPI research; review-gated, non-certified, and not production-ready.
Governance-bound Python security research runtime with policy-gated dry-run execution, SCLite contract evidence, and public-safe validation traces.
MIT synthetic simulation sandbox for observable runs, falsifier examples and public-safe research boundary demos.
Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.
Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.
Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.
Public derivative EPI scaffold for mixed-quantization research framing, review gates, and claim boundaries.
Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.
Public derivative EPI scaffold for attention-head pruning research framing, review gates, and claim boundaries.
Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.
Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.
Public-safe electrical and controls architecture studies covering control narratives, sensor/actuator patterns, safety boundaries, and validation review.
Public-safe fine-tuning lab-note templates, dataset boundaries, evaluation notes, and release-gate discipline.
Public Hugging Face card templates for model, dataset, report, and Space release-readiness without release claims.
Public-safe embedded hardware studies covering MCU patterns, firmware boundaries, management-bus concepts, and validation review.
Public-safe synthetic modular infrastructure studies covering serviceability, assumptions, boundaries, and validation review.
Public-safe engineering simulation studies with synthetic inputs, model boundaries, validation reports, and proof limits.
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